COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-10-26T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5161 2020-10-26T17:00:00 ITA 19 Sicilia 38.115697 13.362357 677 98 775 10170 ... 390 568 6081 439 11173.0 6292.0 17465 647327 459725.0 NaN
5162 2020-10-26T17:00:00 ITA 9 Toscana 43.769231 11.255889 779 110 889 18487 ... 2056 2171 12810 1275 26539.0 6922.0 33461 1013957 680058.0 effettuati 5735 tamponi rapidi antigenici di c...
5163 2020-10-26T17:00:00 ITA 10 Umbria 43.106758 12.388247 239 31 270 4313 ... 188 263 2867 108 2638.0 4920.0 7558 278289 162797.0 NaN
5164 2020-10-26T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 75 2 77 1239 ... 135 144 1199 154 2388.0 281.0 2669 38331 24533.0 NaN
5165 2020-10-26T17:00:00 ITA 5 Veneto 45.434905 12.338452 612 76 688 17359 ... 1075 1129 25087 2332 24066.0 21400.0 45466 2246098 874701.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-10-22 2020-10-22 Veneto 45.434905 12.338452 500 59 559 12049 12608 1175 1325 24681 2301 23515.0 16075.0 39590 2192554 854703.0 NaN 4905854
2020-10-23 2020-10-23 Veneto 45.434905 12.338452 515 64 579 13455 14034 1426 1550 24798 2308 23734.0 17406.0 41140 2208831 860733.0 NaN 4905854
2020-10-24 2020-10-24 Veneto 45.434905 12.338452 548 68 616 15005 15621 1587 1729 24931 2317 23881.0 18988.0 42869 2226292 866907.0 NaN 4905854
2020-10-25 2020-10-25 Veneto 45.434905 12.338452 585 71 656 16316 16972 1351 1468 25036 2329 24005.0 20332.0 44337 2238353 871568.0 NaN 4905854
2020-10-26 2020-10-26 Veneto 45.434905 12.338452 612 76 688 17359 18047 1075 1129 25087 2332 24066.0 21400.0 45466 2246098 874701.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together